Fold 0 - Understanding why coefficient 65533 was selected
Tag: HAND MADE
Selected Coefficient: 65533
Taxonomy Path: 0.0.13
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 65533 | 1.000198 | 0.0.13 | 13.0.0 (13*71^2) | Yes | |
| 85697 | 1.000198 | 0.0.17 | 17.0.0 (17*71^2) | No | |
| 75687 | 2.000000 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
These are the training products that have the "HAND MADE" tag (processing sequence 836). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 287 | Snood - Wine | 85697 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS | 20164 | none | ||
| 916 | Emery Skirt | 75687 | Apparel & Accessories > Clothing > Skirts | none | 10154 | none | |
| 286 | Snood - Rust | 65533 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS | 0 | none |